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论文完整 gate-loop 审计流程：审计→修复→重审→编译→提交→日记。触发词：/thesis-audit、论文审计、审计门禁、gate audit
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Based on SOC occupation classification
| name | thesis-audit |
| description | 论文完整 gate-loop 审计流程：审计→修复→重审→编译→提交→日记。触发词：/thesis-audit、论文审计、审计门禁、gate audit |
完整的论文质量门禁闭环，禁止跳过任何步骤。
编译 → 审计(academic-writing + peer-review) → 修复 → 重新编译 → 重新审计 → 通过 → 提交 → 日记
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└─── 未通过 ────────┘
(最多 3 轮循环)
cd /Users/bit/LaTeX/SWUN_Thesis && latexmk -xelatex -interaction=nonstopmode main.tex
academic-writing skill 检查目标文件~/.claude/skills/ai-vibe-writing-skills/.ai_context/error_log.md 逐项审计requesting-code-review skill 或等效审查子代理round-N: <简要描述改动内容>changelog/YYYY-MM-DD.md/thesis-audit chapters/chapter3.tex
/thesis-audit chapters/chapter2.tex chapters/chapter4.tex
/thesis-audit （无参数=全部章节）
claude -p 'Run /thesis-audit on chapters/chapter3.tex chapters/chapter4.tex' \
--allowedTools 'Edit,Read,Bash,Grep,Glob,Agent,Skill'
Technology scouting and evaluation for tools, frameworks, libraries, and technical approaches. Use when users need to evaluate technology options, compare frameworks, assess technical feasibility, scout emerging technologies, or make build-vs-buy decisions. Produces structured comparison matrices with objective criteria scoring.
使用 Semantic Scholar API 检索和验证学术论文。支持并发多关键词搜索、批量 ID/DOI 查询、引用分析、批量补全摘要、统一 Markdown 导出。覆盖 2.14 亿+ 学术论文，无需 API Key 即可使用。触发词：论文检索、论文验证、Semantic Scholar、S2 搜索、查论文、补全摘要、导出MD
中文/英文写作风格迁移与错误记忆工作流。适用于论文、学位论文、报告等场景，提供 style profile、error log、长期记忆与多智能体写作闭环。
Use when user sends /skill复盘 or /迭代清单, or asks to review skill usage and iteration suggestions from the current conversation.
汇总所有 Claude Code Skills 的目录与使用指南，支持检查 GitHub 更新。触发词：/skills、技能目录、skill列表、有哪些技能、检查更新
[由 collaborating-hub 路由] Codex CLI 后端实现。直接使用请通过 /collab 或 /codex 触发 collaborating-hub。